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Online Hyperparameter Optimization for Class-Incremental Learning
Class-incremental learning (CIL) aims to train a classification model while the number of classes increases phase-by-phase. -
DiffusePast: Diffusion-based Generative Replay for Class Incremental Semantic...
The Class Incremental Semantic Segmentation (CISS) extends the traditional seg-mentation task by incrementally learning newly added classes. -
Few-Shot Class-Incremental Learning
Few-Shot Class-Incremental Learning (FSCIL) is a special case of Class-Incremental Learning (CIL), where only a few training examples are available at every learning session.
